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DSML courses

Python For Data Science

Learn server-side development with Python For Data Science.

Intro to Python For Data Science
Data Structure
NumPy and Pandas
Data Cleaning
Data Analysis

R Programming

Build web applications with R Programming.

Intro to R
Data Manipulation
Statistical Analysis
Visualization with ggplot2
R Markdown

Machine Learning

Build web applications with Machine Learning.

Intro to Machine Learning
Supervised Learning
Unsupervised Learning
Model Evaluation
Feature Engineering

Data Virtualization

Build web applications with Data Virtualization.

Intro to Data Visualization
Matplotlib and Seaborn
Plotly
Dashboards
Storytelling with Data

Deep Learning

Build web applications with Deep Learning.

Intro to Deep Learning
Neural Network
Convolutional Neural Networks
Recurrent Neural Networks
Transfer Learning